Capability Evolver
SKILL.md
Capability Evolver
Local skill by Claw0x — runs entirely in your OpenClaw agent.
Runs locally. No external API calls, no API key required. Complete privacy.
Analyze agent runtime logs, detect patterns, compute health scores, and generate structured improvement proposals. Pure deterministic logic — no LLM, no external dependencies.
Quick Reference
| When This Happens | Use Action | What You Get |
|---|---|---|
| Agent keeps failing | analyze |
Error patterns + health score |
| Same error repeats | analyze |
Root cause identification |
| Need improvement plan | evolve |
Prioritized recommendations |
| System health check | status |
Health score + summary |
| Post-deployment review | analyze |
Regression detection |
| Fleet-wide diagnostics | analyze (batch) |
Cross-agent patterns |